|
KMID : 1020220240240010009
|
|
Journal of Korean Society of Dental Hygiene
2024 Volume.24 No. 1 p.9 ~ p.16
|
|
|
Prediction model for dental implants utilization in the elderly after the national health insurance coverage of dental implants : focusing on socioeconomic factors
|
|
Lee Sang-Hee
Kim Kyu-Seok
Mun Hye-Young
Kang Jung-Yun
|
|
|
Abstract
|
|
|
Objectives: The demand for dental care is expected to increase as the population ages. This study aimed to predict the utilization of dental implant care following the expansion of national health insurance benefits for dental implants.
Methods: Multiple linear regression analysis was performed on HIRA big data open portal data and DNN-based artificial intelligence models to forecast the utilization of dental care in relation to the national health insurance coverage for dental implants.
Results: National health insurance coverage of dental implants was found to be associated with the number of patients using dental implant services and demonstrated a statistical significance. The dental implant services utilization increased with the increased dental implant health insurance benefits for the elderly population, increased mean by region, increased number of dental institutions by region, and increased health insurance coverage rate for dental implants. However, the dental implant services utilization decreased with the increased number of older people living alone and increased size of dental institutions.
Conclusions: With the expansion of the national health insurance coverage for dental implants, it is predicted that the utilization of dental implant medical services will increase in the future.
|
|
|
KEYWORD
|
|
|
Artificial intelligence, Dental implant, National health insurance, The elderly
|
|
|
FullTexts / Linksout information
|
|
|
|
|
|
Listed journal information
|
|
|
|